spiking neural network

DCT-SNN: Using DCT To Distribute Spatial Information Over Time for Low-Latency Spiking Neural Networks ICCV 2021 Deep Residual Learning in Spiking Neural Networks NeurIPS 2021 Deep Spiking Neural Network with Neural Oscillation and Spike-Phase Information AAAI 2021 Differentiable Spike: Rethinking Gradient-Descent for Training Spiking Neural Networks NeurIPS 2021 Event-based Action Recognition Using Motion Information and Spiking Neural Networks IJCAI 2021 Event-Based Synthetic Aperture Imaging With a Hybrid Network CVPR 2021 Event Stream Super-Resolution via Spatiotemporal Constraint Learning ICCV 2021 Evolving Spiking Circuit Motifs Using Weight Agnostic Neural Networks AAAI 2021 Exploiting Spiking Dynamics with Spatial-temporal Feature Normalization in Graph Learning IJCAI 2021 Fitting summary statistics of neural data with a differentiable spiking network simulator NeurIPS 2021 Going Deeper With Directly-Trained Larger Spiking Neural Networks AAAI 2021 HIRE-SNN: Harnessing the Inherent Robustness of Energy-Efficient Deep Spiking Neural Networks by Training With Crafted Input Noise ICCV 2021 Incorporating Learnable Membrane Time Constant To Enhance Learning of Spiking Neural Networks ICCV 2021 Increasing Liquid State Machine Performance with Edge-of-Chaos Dynamics Organized by Astrocyte-modulated Plasticity NeurIPS 2021 Learning to Time-Decode in Spiking Neural Networks Through the Information Bottleneck NeurIPS 2021 Near Lossless Transfer Learning for Spiking Neural Networks AAAI 2021 Optimal ANN-SNN Conversion for Fast and Accurate Inference in Deep Spiking Neural Networks IJCAI 2021 Optimal Conversion of Conventional Artificial Neural Networks to Spiking Neural Networks ICLR 2021 Pruning of Deep Spiking Neural Networks through Gradient Rewiring IJCAI 2021 Self-Supervised Learning of Event-Based Optical Flow with Spiking Neural Networks NeurIPS 2021 Sparse Spiking Gradient Descent NeurIPS 2021 Spike-Thrift: Towards Energy-Efficient Deep Spiking Neural Networks by Limiting Spiking Activity via Attention-Guided Compression WACV 2021 Strategy and Benchmark for Converting Deep Q-Networks to Event-Driven Spiking Neural Networks AAAI 2021 Temporal-Coded Deep Spiking Neural Network with Easy Training and Robust Performance AAAI 2021 Temporal-Wise Attention Spiking Neural Networks for Event Streams Classification ICCV 2021